Run
7947906

Run 7947906

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.120582366384583
mlr.classif.xgboost(7)_gamma0.00208399128555445
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight7.87927471298082
mlr.classif.xgboost(7)_subsample0.630599766923115
mlr.classif.xgboost(7)_colsample_bytree0.758191792294383
mlr.classif.xgboost(7)_colsample_bylevel0.499899672903121
mlr.classif.xgboost(7)_lambda0.387216126101389
mlr.classif.xgboost(7)_alpha0.687272078497066
mlr.classif.xgboost(7)_nrounds1527
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9004
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8233
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6368
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22167.1436
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2634
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8242
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8244
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8244
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5391
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3546
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7175
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
188.1394
UserCPU time millis
300.02
UserCPU time millis testing
0.38
UserCPU time millis training
299.64